Glossary of Data Science and Data Analytics

What is MongoDB?

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MongoDB is a cross-platform, open-source database that uses a document-oriented data model rather than a relational database structure based on a traditional table. This type of model facilitates and speeds up the integration of structured and unstructured data.

How MongoDB Works

MongoDB is a NoSQL database that stores large amounts of data using JSON-like documents along with optional schemas. It is a flexible data storage model that not only facilitates querying for the user, but also facilitates database management for developers.

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Discover Glossary of Data Science and Data Analytics

What is a Transformer?

Transformer is a model that has revolutionized the world of artificial intelligence and deep learning. Used especially in natural language processing (NLP) tasks, it has achieved extraordinary success in tasks such as machine translation, text summarization, text generation and question-and-answer systems thanks to its ability to better grasp the meaning of texts.

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What is Neural Architecture Search?

Neural Architecture Search (NAS) is a revolutionary approach to automatically discover the architecture of deep learning models.

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What is ELT?

ELT is the initials of the words “extract, load, and transform.” Indicates a data integration process that extracts, uploads, and transforms data from one or more sources into a repository such as a data warehouse or data lake.

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